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What We Learned Auditing Sophisticated AI for Bias

O'Reilly on Data

Data can be wrong. When we use AI in security applications, the risks become even more direct. As AI technologies are adopted more broadly in security and other high-risk applications, we’ll all need to know more about AI audit and risk management. Predictions can be wrong. System designs can be wrong.

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Can Machine Learning Address Risk Parity Concerns?

Smart Data Collective

Here at Smart Data Collective, we have blogged extensively about the changes brought on by AI technology. While the technology is not new, this is being referred to as the year for AI. Machine learning technology has already had a huge impact on our lives in many ways. What is risk parity?

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Data protection strategy: Key components and best practices

IBM Big Data Hub

A good DLM process can help organize and structure critical data, particularly when organizations rely on diverse types of data storage. It can also help them reduce vulnerabilities and ensure data is efficiently managed, compliant with regulations, and not at risk of misuse or loss.

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The Foundations of a Modern Data-Driven Organisation: Change from Within (part 2 of 2)

Cloudera

The report classified employees’ reasons for leaving into six broad categories such as growth opportunity and job security, demonstrating the importance of using performance data, data collected from voluntary departures and historical data to reduce attrition for strong performers and enhance employees’ well-being.

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Vendor management: The key to productive partnerships

CIO Business Intelligence

While working with IT vendors can help ease the burden on IT, it also raises concerns, especially around data, risk, and security. Building stronger relationships with vendors will improve collaboration and communication when implementing technology or outsourcing resources. Vendor management skills and responsibilities.

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The 10 most in-demand IT jobs in finance

CIO Business Intelligence

New technologies, such as cryptocurrency and digital banking, have the potential to bridge opportunity gaps in financial services that have existed for decades. But financial services companies need skilled IT professionals to help manage the integration of new and emerging technology, while modernizing legacy finance tech.

Finance 98
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The 10 most in-demand IT jobs in finance

CIO Business Intelligence

New technologies, such as cryptocurrency and digital banking, have the potential to bridge opportunity gaps in financial services that have existed for decades. But financial services companies need skilled IT professionals to help manage the integration of new and emerging technology, while modernizing legacy finance tech.

Finance 98